The Role of Operators’ Learning in Enhancing Lean Benefits: Evaluation of Setup-Time Reduction with SMED

Anne Zouggar Amrani, Olivia McDermott, Kathryn Cormican, Daryl Powell, Matteo Zanchi

    Research output: Chapter in Book or Conference Publication/ProceedingConference Publicationpeer-review

    Abstract

    Lean practices are shown to enable the optimization of production processes. However, the true meaning of Lean extends beyond the mere application of practices, emphasizing people’s involvement and respect and acting as a robust learning approach rooted in Gemba. It enhances creativity and autonomy in problem-solving. Nevertheless, the importance of the human-centred aspect of Lean in the era of Industry 5.0 often remains theoretical as many managers and practitioners focus solely on Lean practices to achieve immediate results, neglecting the role of operators’ learning. This paper presents a methodology that integrates continuous learning into production optimization through use of a Plan-Do-Check-Act improvement cycle, placing employee learning at its core. The case company ElecTech specializes in the manufacturing of electric pylons, involving multiple fabrication and assembly operations. The paper examines various production setup-time configurations and Single-Minute Exchange of Die applications at ElecTech, where operators’ roles and interventions differ across scenarios. The results underscore the critical role of employee engagement in enhancing Lean outcomes, demonstrating the significant impact of operators’ learning on reducing lead times during production changeovers in which workers were involved. This paper reinforces the concept that Lean is not just about optimization; it is more fundamentally about continuous improvement – through the continuous development of people.

    Original languageEnglish
    Title of host publicationAdvances in Production Management Systems. Cyber-Physical-Human Production Systems
    Subtitle of host publicationHuman-AI Collaboration and Beyond - 44th IFIP WG 5.7 International Conference, APMS 2025, Proceedings
    EditorsHajime Mizuyama, Eiji Morinaga, Toshiya Kaihara, Tomomi Nonaka, Gregor von Cieminski, David Romero
    PublisherSpringer Science and Business Media Deutschland GmbH
    Pages480-491
    Number of pages12
    ISBN (Print)9783032035417
    DOIs
    Publication statusPublished - 2026
    Event44th IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2025 - Kamakura, Japan
    Duration: 31 Aug 20254 Sep 2025

    Publication series

    NameIFIP Advances in Information and Communication Technology
    Volume767 IFIPAICT
    ISSN (Print)1868-4238
    ISSN (Electronic)1868-422X

    Conference

    Conference44th IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2025
    Country/TerritoryJapan
    CityKamakura
    Period31/08/254/09/25

    Keywords

    • Lean
    • PDCA
    • People development
    • Production Optimization
    • Setup-times
    • SMED

    Fingerprint

    Dive into the research topics of 'The Role of Operators’ Learning in Enhancing Lean Benefits: Evaluation of Setup-Time Reduction with SMED'. Together they form a unique fingerprint.

    Cite this